gimi9 Pandas Profiling

Dataset statistics

Number of variables	64
Number of observations	1223
Missing cells	38689
Missing cells (%)	49.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	665.4 KiB
Average record size in memory	557.1 B

Variable types

Numeric	21
Categorical	15
Text	6
Unsupported	21
DateTime	1

Dataset

Description	2021-04-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123072

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`문화체육업종명` has constant value ""	Constant
`상세영업상태명` is highly imbalanced (51.0%)	Imbalance
`지역구분명` is highly imbalanced (68.1%)	Imbalance
`주변환경명` is highly imbalanced (72.8%)	Imbalance
`건물용도명` is highly imbalanced (71.4%)	Imbalance
`영문상호주소` is highly imbalanced (93.7%)	Imbalance
`기획여행보험시작일자` is highly imbalanced (99.0%)	Imbalance
`기획여행보험종료일자` is highly imbalanced (99.0%)	Imbalance
`인허가취소일자` has 1177 (96.2%) missing values	Missing
`폐업일자` has 625 (51.1%) missing values	Missing
`휴업시작일자` has 1213 (99.2%) missing values	Missing
`휴업종료일자` has 1213 (99.2%) missing values	Missing
`재개업일자` has 1223 (100.0%) missing values	Missing
`소재지전화` has 289 (23.6%) missing values	Missing
`소재지면적` has 1223 (100.0%) missing values	Missing
`소재지우편번호` has 549 (44.9%) missing values	Missing
`도로명전체주소` has 56 (4.6%) missing values	Missing
`도로명우편번호` has 400 (32.7%) missing values	Missing
`업태구분명` has 1223 (100.0%) missing values	Missing
`좌표정보(x)` has 36 (2.9%) missing values	Missing
`좌표정보(y)` has 36 (2.9%) missing values	Missing
`총층수` has 1008 (82.4%) missing values	Missing
`제작취급품목내용` has 1223 (100.0%) missing values	Missing
`지상층수` has 986 (80.6%) missing values	Missing
`지하층수` has 1100 (89.9%) missing values	Missing
`객실수` has 1223 (100.0%) missing values	Missing
`건축연면적` has 1223 (100.0%) missing values	Missing
`영문상호명` has 1195 (97.7%) missing values	Missing
`선박총톤수` has 1223 (100.0%) missing values	Missing
`선박척수` has 1223 (100.0%) missing values	Missing
`선박제원` has 1223 (100.0%) missing values	Missing
`무대면적` has 1223 (100.0%) missing values	Missing
`좌석수` has 1223 (100.0%) missing values	Missing
`기념품종류` has 1223 (100.0%) missing values	Missing
`회의실별동시수용인원` has 1223 (100.0%) missing values	Missing
`시설면적` has 924 (75.6%) missing values	Missing
`놀이기구수내역` has 1223 (100.0%) missing values	Missing
`놀이시설수` has 1223 (100.0%) missing values	Missing
`방송시설유무` has 1223 (100.0%) missing values	Missing
`발전시설유무` has 1223 (100.0%) missing values	Missing
`의무실유무` has 1223 (100.0%) missing values	Missing
`안내소유무` has 1223 (100.0%) missing values	Missing
`자본금` has 428 (35.0%) missing values	Missing
`보험시작일자` has 424 (34.7%) missing values	Missing
`보험종료일자` has 423 (34.6%) missing values	Missing
`부대시설내역` has 1223 (100.0%) missing values	Missing
`시설규모` has 924 (75.6%) missing values	Missing
`Unnamed: 63` has 1223 (100.0%) missing values	Missing
`번호` has unique values	Unique
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업태구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`제작취급품목내용` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`객실수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건축연면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박총톤수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박척수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`선박제원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`무대면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`좌석수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`기념품종류` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`회의실별동시수용인원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`놀이기구수내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`놀이시설수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`방송시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`발전시설유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`의무실유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`안내소유무` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`부대시설내역` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 63` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총층수` has 17 (1.4%) zeros	Zeros
`지상층수` has 16 (1.3%) zeros	Zeros
`지하층수` has 26 (2.1%) zeros	Zeros
`시설면적` has 18 (1.5%) zeros	Zeros
`시설규모` has 18 (1.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 06:51:13.657907
Analysis finished	2024-04-16 06:51:14.920177
Duration	1.26 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1223
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	612

Minimum	1
Maximum	1223
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	1
5-th percentile	62.1
Q1	306.5
median	612
Q3	917.5
95-th percentile	1161.9
Maximum	1223
Range	1222
Interquartile range (IQR)	611

Descriptive statistics

Standard deviation	353.194
Coefficient of variation (CV)	0.57711438
Kurtosis	-1.2
Mean	612
Median Absolute Deviation (MAD)	306
Skewness	0
Sum	748476
Variance	124746
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
814	1	0.1%
821	1	0.1%
820	1	0.1%
819	1	0.1%
818	1	0.1%
817	1	0.1%
816	1	0.1%
815	1	0.1%
813	1	0.1%
Other values (1213)	1213	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
1223	1	0.1%
1222	1	0.1%
1221	1	0.1%
1220	1	0.1%
1219	1	0.1%
1218	1	0.1%
1217	1	0.1%
1216	1	0.1%
1215	1	0.1%
1214	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

국내여행업	1223

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	국내여행업
2nd row	국내여행업
3rd row	국내여행업
4th row	국내여행업
5th row	국내여행업

Common Values

Value	Count	Frequency (%)
국내여행업	1223	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1223	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

03_12_01_P	1223

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	03_12_01_P
2nd row	03_12_01_P
3rd row	03_12_01_P
4th row	03_12_01_P
5th row	03_12_01_P

Common Values

Value	Count	Frequency (%)
03_12_01_P	1223	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_12_01_p	1223	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3310359.8

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3250000
Q1	3290000
median	3300000
Q3	3340000
95-th percentile	3380000
Maximum	3400000
Range	150000
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	41116.195
Coefficient of variation (CV)	0.012420461
Kurtosis	-0.85635937
Mean	3310359.8
Median Absolute Deviation (MAD)	30000
Skewness	0.36110872
Sum	4.04857 × 10⁹
Variance	1.6905415 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	264	21.6%
3250000	143	11.7%
3330000	138	11.3%
3270000	128	10.5%
3300000	102	8.3%
3370000	95	7.8%
3310000	71	5.8%
3350000	65	5.3%
3380000	57	4.7%
3340000	39	3.2%
Other values (6)	121	9.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	143	11.7%
3260000	12	1.0%
3270000	128	10.5%
3280000	11	0.9%
3290000	264	21.6%
3300000	102	8.3%
3310000	71	5.8%
3320000	33	2.7%
3330000	138	11.3%
3340000	39	3.2%

Value	Count	Frequency (%)
3400000	13	1.1%
3390000	35	2.9%
3380000	57	4.7%
3370000	95	7.8%
3360000	17	1.4%
3350000	65	5.3%
3340000	39	3.2%
3330000	138	11.3%
3320000	33	2.7%
3310000	71	5.8%

관리번호
Text

Distinct	352
Distinct (%)	28.8%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Length

Max length	20
Median length	20
Mean length	20
Min length	20

Characters and Unicode

Total characters	24460
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	113 ?
Unique (%)	9.2%

Sample

1st row	CDFI2260012019000004
2nd row	CDFI2260012007000013
3rd row	CDFI2260012017000008
4th row	CDFI2260012017000009
5th row	CDFI2260012019000002

Value	Count	Frequency (%)
cdfi2260012011000001	15	1.2%
cdfi2260012019000001	15	1.2%
cdfi2260012020000001	14	1.1%
cdfi2260012019000002	14	1.1%
cdfi2260012016000001	14	1.1%
cdfi2260012017000002	12	1.0%
cdfi2260012001000001	12	1.0%
cdfi2260012020000002	12	1.0%
cdfi2260012016000002	12	1.0%
cdfi2260012018000002	12	1.0%
Other values (342)	1091	89.2%

Most occurring characters

Value	Count	Frequency (%)
0	10060	41.1%
2	3950	16.1%
1	2524	10.3%
6	1459	6.0%
C	1223	5.0%
D	1223	5.0%
F	1223	5.0%
I	1223	5.0%
9	440	1.8%
4	245	1.0%
Other values (4)	890	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19568	80.0%
Uppercase Letter	4892	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10060	51.4%
2	3950	20.2%
1	2524	12.9%
6	1459	7.5%
9	440	2.2%
4	245	1.3%
5	242	1.2%
3	238	1.2%
7	232	1.2%
8	178	0.9%

Uppercase Letter

Value	Count	Frequency (%)
C	1223	25.0%
D	1223	25.0%
F	1223	25.0%
I	1223	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19568	80.0%
Latin	4892	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10060	51.4%
2	3950	20.2%
1	2524	12.9%
6	1459	7.5%
9	440	2.2%
4	245	1.3%
5	242	1.2%
3	238	1.2%
7	232	1.2%
8	178	0.9%

Latin

Value	Count	Frequency (%)
C	1223	25.0%
D	1223	25.0%
F	1223	25.0%
I	1223	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24460	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10060	41.1%
2	3950	16.1%
1	2524	10.3%
6	1459	6.0%
C	1223	5.0%
D	1223	5.0%
F	1223	5.0%
I	1223	5.0%
9	440	1.8%
4	245	1.0%
Other values (4)	890	3.6%

인허가일자
Real number (ℝ)

Distinct	1079
Distinct (%)	88.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20093848

Minimum	19840924
Maximum	20210222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	19840924
5-th percentile	19970415
Q1	20041014
median	20100916
Q3	20151006
95-th percentile	20190829
Maximum	20210222
Range	369298
Interquartile range (IQR)	109992

Descriptive statistics

Standard deviation	71494.631
Coefficient of variation (CV)	0.0035580359
Kurtosis	-0.45906495
Mean	20093848
Median Absolute Deviation (MAD)	50501
Skewness	-0.48107018
Sum	2.4574776 × 10¹⁰
Variance	5.1114822 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190328	5	0.4%
20051123	4	0.3%
20160729	3	0.2%
20151006	3	0.2%
20020302	3	0.2%
20160831	3	0.2%
20060508	3	0.2%
20110310	3	0.2%
20000323	3	0.2%
20160129	3	0.2%
Other values (1069)	1190	97.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19840924	1	0.1%
19861025	1	0.1%
19890220	1	0.1%
19890710	1	0.1%
19900313	1	0.1%
19900802	1	0.1%
19910325	1	0.1%
19910423	1	0.1%
19910918	1	0.1%
19911001	1	0.1%

Value	Count	Frequency (%)
20210222	1	0.1%
20210205	1	0.1%
20210113	1	0.1%
20210112	1	0.1%
20210107	1	0.1%
20201224	1	0.1%
20201218	1	0.1%
20201127	1	0.1%
20201123	2	0.2%
20201109	1	0.1%

인허가취소일자
Real number (ℝ)

MISSING

Distinct	40
Distinct (%)	87.0%
Missing	1177
Missing (%)	96.2%
Infinite	0
Infinite (%)	0.0%
Mean	20142395

Minimum	20030822
Maximum	20200226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	20030822
5-th percentile	20061065
Q1	20110712
median	20160576
Q3	20171224
95-th percentile	20190515
Maximum	20200226
Range	169404
Interquartile range (IQR)	60512

Descriptive statistics

Standard deviation	46665.128
Coefficient of variation (CV)	0.0023167616
Kurtosis	-0.44030539
Mean	20142395
Median Absolute Deviation (MAD)	24991
Skewness	-0.83392341
Sum	9.2655018 × 10⁸
Variance	2.1776342 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
20190305	3	0.2%
20190515	2	0.2%
20141007	2	0.2%
20170424	2	0.2%
20170705	2	0.2%
20070123	1	0.1%
20080813	1	0.1%
20040902	1	0.1%
20030822	1	0.1%
20151117	1	0.1%
Other values (30)	30	2.5%
(Missing)	1177	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030822	1	0.1%
20040902	1	0.1%
20061011	1	0.1%
20061228	1	0.1%
20070123	1	0.1%
20070510	1	0.1%
20080509	1	0.1%
20080813	1	0.1%
20090724	1	0.1%
20091007	1	0.1%

Value	Count	Frequency (%)
20200226	1	0.1%
20200224	1	0.1%
20190515	2	0.2%
20190305	3	0.2%
20190213	1	0.1%
20180921	1	0.1%
20180917	1	0.1%
20180530	1	0.1%
20171229	1	0.1%
20171211	1	0.1%

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

3	594
1	553
4	66
2	10

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	3

Common Values

Value	Count	Frequency (%)
3	594	48.6%
1	553	45.2%
4	66	5.4%
2	10	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	594	48.6%
1	553	45.2%
4	66	5.4%
2	10	0.8%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

폐업	594
영업/정상	553
취소/말소/만료/정지/중지	66
휴업	10

Length

Max length	14
Median length	5
Mean length	4.0040883
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	휴업
2nd row	휴업
3rd row	휴업
4th row	휴업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	594	48.6%
영업/정상	553	45.2%
취소/말소/만료/정지/중지	66	5.4%
휴업	10	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	594	48.6%
영업/정상	553	45.2%
취소/말소/만료/정지/중지	66	5.4%
휴업	10	0.8%

상세영업상태코드
Real number (ℝ)

Distinct	7
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.0302535

Minimum	2
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	3
median	13
Q3	13
95-th percentile	30
Maximum	35
Range	33
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.1842641
Coefficient of variation (CV)	0.79557723
Kurtosis	2.2206145
Mean	9.0302535
Median Absolute Deviation (MAD)	10
Skewness	1.3654605
Sum	11044
Variance	51.61365
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	594	48.6%
13	553	45.2%
31	45	3.7%
30	15	1.2%
2	10	0.8%
35	5	0.4%
33	1	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	10	0.8%
3	594	48.6%
13	553	45.2%
30	15	1.2%
31	45	3.7%
33	1	0.1%
35	5	0.4%

Value	Count	Frequency (%)
35	5	0.4%
33	1	0.1%
31	45	3.7%
30	15	1.2%
13	553	45.2%
3	594	48.6%
2	10	0.8%

상세영업상태명
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

폐업	594
영업중	553
등록취소	45
허가취소	15
휴업	10
Other values (2)	6

Length

Max length	4
Median length	3
Mean length	2.5600981
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	휴업
2nd row	휴업
3rd row	휴업
4th row	휴업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	594	48.6%
영업중	553	45.2%
등록취소	45	3.7%
허가취소	15	1.2%
휴업	10	0.8%
직권말소	5	0.4%
지정취소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	594	48.6%
영업중	553	45.2%
등록취소	45	3.7%
허가취소	15	1.2%
휴업	10	0.8%
직권말소	5	0.4%
지정취소	1	0.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	537
Distinct (%)	89.8%
Missing	625
Missing (%)	51.1%
Infinite	0
Infinite (%)	0.0%
Mean	20115263

Minimum	19971211
Maximum	20210216
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	19971211
5-th percentile	20010522
Q1	20070143
median	20120617
Q3	20170418
95-th percentile	20200543
Maximum	20210216
Range	239005
Interquartile range (IQR)	100275.5

Descriptive statistics

Standard deviation	60365.923
Coefficient of variation (CV)	0.003001001
Kurtosis	-1.0400961
Mean	20115263
Median Absolute Deviation (MAD)	50148
Skewness	-0.25696607
Sum	1.2028927 × 10¹⁰
Variance	3.6440447 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000111	9	0.7%
20001129	5	0.4%
20150723	3	0.2%
20190709	3	0.2%
20190630	3	0.2%
20110223	2	0.2%
20130325	2	0.2%
20130130	2	0.2%
20160801	2	0.2%
20100730	2	0.2%
Other values (527)	565	46.2%
(Missing)	625	51.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19971211	1	0.1%
19990403	1	0.1%
19990408	1	0.1%
19990524	1	0.1%
19990622	1	0.1%
19990909	1	0.1%
19991104	1	0.1%
20000111	9	0.7%
20000128	1	0.1%
20000229	1	0.1%

Value	Count	Frequency (%)
20210216	1	0.1%
20210203	1	0.1%
20210201	1	0.1%
20210127	1	0.1%
20210112	1	0.1%
20210104	1	0.1%
20201229	1	0.1%
20201221	1	0.1%
20201208	1	0.1%
20201127	1	0.1%

휴업시작일자
Real number (ℝ)

MISSING

Distinct	10
Distinct (%)	100.0%
Missing	1213
Missing (%)	99.2%
Infinite	0
Infinite (%)	0.0%
Mean	20188607

Minimum	20130510
Maximum	20210216
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	20130510
5-th percentile	20130686
Q1	20193126
median	20200914
Q3	20207885
95-th percentile	20210209
Maximum	20210216
Range	79706
Interquartile range (IQR)	14759

Descriptive statistics

Standard deviation	31101.841
Coefficient of variation (CV)	0.001540564
Kurtosis	1.0768799
Mean	20188607
Median Absolute Deviation (MAD)	9243
Skewness	-1.6193075
Sum	2.0188607 × 10⁸
Variance	9.673245 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20210216	1	0.1%
20190701	1	0.1%
20210113	1	0.1%
20200820	1	0.1%
20210201	1	0.1%
20201008	1	0.1%
20201201	1	0.1%
20200401	1	0.1%
20130510	1	0.1%
20130902	1	0.1%
(Missing)	1213	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20130510	1	0.1%
20130902	1	0.1%
20190701	1	0.1%
20200401	1	0.1%
20200820	1	0.1%
20201008	1	0.1%
20201201	1	0.1%
20210113	1	0.1%
20210201	1	0.1%
20210216	1	0.1%

Value	Count	Frequency (%)
20210216	1	0.1%
20210201	1	0.1%
20210113	1	0.1%
20201201	1	0.1%
20201008	1	0.1%
20200820	1	0.1%
20200401	1	0.1%
20190701	1	0.1%
20130902	1	0.1%
20130510	1	0.1%

휴업종료일자
Real number (ℝ)

MISSING

Distinct	10
Distinct (%)	100.0%
Missing	1213
Missing (%)	99.2%
Infinite	0
Infinite (%)	0.0%
Mean	20201589

Minimum	20140509
Maximum	20260131
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	20140509
5-th percentile	20140687
Q1	20203051
median	20210613
Q3	20211080
95-th percentile	20242123
Maximum	20260131
Range	119622
Interquartile range (IQR)	8028.75

Descriptive statistics

Standard deviation	35904.252
Coefficient of variation (CV)	0.0017772984
Kurtosis	0.83249242
Mean	20201589
Median Absolute Deviation (MAD)	5008.5
Skewness	-0.72180796
Sum	2.0201589 × 10⁸
Variance	1.2891153 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20210315	1	0.1%
20200630	1	0.1%
20220113	1	0.1%
20210819	1	0.1%
20260131	1	0.1%
20210407	1	0.1%
20211130	1	0.1%
20210930	1	0.1%
20140509	1	0.1%
20140904	1	0.1%
(Missing)	1213	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20140509	1	0.1%
20140904	1	0.1%
20200630	1	0.1%
20210315	1	0.1%
20210407	1	0.1%
20210819	1	0.1%
20210930	1	0.1%
20211130	1	0.1%
20220113	1	0.1%
20260131	1	0.1%

Value	Count	Frequency (%)
20260131	1	0.1%
20220113	1	0.1%
20211130	1	0.1%
20210930	1	0.1%
20210819	1	0.1%
20210407	1	0.1%
20210315	1	0.1%
20200630	1	0.1%
20140904	1	0.1%
20140509	1	0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

소재지전화
Text

MISSING

Distinct	901
Distinct (%)	96.5%
Missing	289
Missing (%)	23.6%
Memory size	9.7 KiB

Length

Max length	18
Median length	12
Mean length	10.579229
Min length	1

Characters and Unicode

Total characters	9881
Distinct characters	16
Distinct categories	6 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	872 ?
Unique (%)	93.4%

Sample

1st row	051-241-0909,
2nd row	469-7731
3rd row	051-465-2356
4th row	051241 0909
5th row	051-464-6464

Value	Count	Frequency (%)
051	35	3.5%
	5	0.5%
740-6353	3	0.3%
0517431159	2	0.2%
809	2	0.2%
261	2	0.2%
051-266-5600	2	0.2%
702-8260	2	0.2%
051-464-8899	2	0.2%
051-207-2211	2	0.2%
Other values (920)	942	94.3%

Most occurring characters

Value	Count	Frequency (%)
0	1558	15.8%
-	1395	14.1%
1	1322	13.4%
5	1288	13.0%
6	745	7.5%
8	710	7.2%
4	674	6.8%
2	627	6.3%
7	602	6.1%
3	481	4.9%
Other values (6)	479	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8390	84.9%
Dash Punctuation	1395	14.1%
Space Separator	65	0.7%
Close Punctuation	16	0.2%
Other Punctuation	11	0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1558	18.6%
1	1322	15.8%
5	1288	15.4%
6	745	8.9%
8	710	8.5%
4	674	8.0%
2	627	7.5%
7	602	7.2%
3	481	5.7%
9	383	4.6%

Other Punctuation

Value	Count	Frequency (%)
.	7	63.6%
,	4	36.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1395	100.0%

Space Separator

Value	Count	Frequency (%)
	65	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	16	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9881	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1558	15.8%
-	1395	14.1%
1	1322	13.4%
5	1288	13.0%
6	745	7.5%
8	710	7.2%
4	674	6.8%
2	627	6.3%
7	602	6.1%
3	481	4.9%
Other values (6)	479	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9881	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1558	15.8%
-	1395	14.1%
1	1322	13.4%
5	1288	13.0%
6	745	7.5%
8	710	7.2%
4	674	6.8%
2	627	6.3%
7	602	6.1%
3	481	4.9%
Other values (6)	479	4.8%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

소재지우편번호
Real number (ℝ)

MISSING

Distinct	312
Distinct (%)	46.3%
Missing	549
Missing (%)	44.9%
Infinite	0
Infinite (%)	0.0%
Mean	609791.78

Minimum	600011
Maximum	701814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	600011
5-th percentile	600100
Q1	602833.5
median	611802
Q3	614820.75
95-th percentile	616852
Maximum	701814
Range	101803
Interquartile range (IQR)	11987.25

Descriptive statistics

Standard deviation	7763.1045
Coefficient of variation (CV)	0.012730746
Kurtosis	49.395491
Mean	609791.78
Median Absolute Deviation (MAD)	3055.5
Skewness	4.6233238
Sum	4.1099966 × 10⁸
Variance	60265791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
614854	17	1.4%
600815	17	1.4%
614849	11	0.9%
614844	11	0.9%
607827	10	0.8%
601839	10	0.8%
612824	10	0.8%
601715	9	0.7%
614828	9	0.7%
607829	8	0.7%
Other values (302)	562	46.0%
(Missing)	549	44.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	0.1%
600012	2	0.2%
600013	4	0.3%
600014	6	0.5%
600015	3	0.2%
600016	3	0.2%
600022	3	0.2%
600023	1	0.1%
600031	1	0.1%
600032	1	0.1%

Value	Count	Frequency (%)
701814	1	0.1%
682818	1	0.1%
680828	1	0.1%
619952	1	0.1%
619906	1	0.1%
619905	1	0.1%
619903	1	0.1%
618814	1	0.1%
618708	1	0.1%
618200	1	0.1%

소재지전체주소
Text

Distinct	1162
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Length

Max length	46
Median length	39
Mean length	26.108749
Min length	12

Characters and Unicode

Total characters	31931
Distinct characters	381
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1110 ?
Unique (%)	90.8%

Sample

1st row	부산광역시 중구 남포동4가 44-3
2nd row	부산광역시 중구 중앙동4가 53-30
3rd row	부산광역시 중구 영주동 214-10
4th row	부산광역시 중구 중앙동4가 23-1 1303호
5th row	부산광역시 중구 남포동4가 44-3번지

Value	Count	Frequency (%)
부산광역시	1220	20.0%
부산진구	264	4.3%
중구	143	2.3%
해운대구	138	2.3%
동구	129	2.1%
동래구	103	1.7%
부전동	96	1.6%
연제구	95	1.6%
초량동	91	1.5%
남구	70	1.1%
Other values (1773)	3749	61.5%

Most occurring characters

Value	Count	Frequency (%)
	4875	15.3%
부	1661	5.2%
산	1606	5.0%
1	1592	5.0%
동	1567	4.9%
시	1262	4.0%
광	1254	3.9%
구	1235	3.9%
역	1228	3.8%
-	1075	3.4%
Other values (371)	14576	45.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18901	59.2%
Decimal Number	6836	21.4%
Space Separator	4875	15.3%
Dash Punctuation	1075	3.4%
Uppercase Letter	128	0.4%
Lowercase Letter	70	0.2%
Close Punctuation	17	0.1%
Open Punctuation	17	0.1%
Other Punctuation	12	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	1661	8.8%
산	1606	8.5%
동	1567	8.3%
시	1262	6.7%
광	1254	6.6%
구	1235	6.5%
역	1228	6.5%
지	857	4.5%
번	818	4.3%
호	378	2.0%
Other values (317)	7035	37.2%

Uppercase Letter

Value	Count	Frequency (%)
S	22	17.2%
T	14	10.9%
K	13	10.2%
A	11	8.6%
B	11	8.6%
C	8	6.2%
E	7	5.5%
I	6	4.7%
O	6	4.7%
H	5	3.9%
Other values (10)	25	19.5%

Lowercase Letter

Value	Count	Frequency (%)
e	15	21.4%
o	9	12.9%
l	6	8.6%
i	5	7.1%
p	5	7.1%
n	4	5.7%
a	4	5.7%
d	4	5.7%
w	4	5.7%
m	4	5.7%
Other values (7)	10	14.3%

Decimal Number

Value	Count	Frequency (%)
1	1592	23.3%
2	958	14.0%
3	749	11.0%
4	686	10.0%
0	642	9.4%
5	508	7.4%
7	475	6.9%
8	453	6.6%
6	451	6.6%
9	322	4.7%

Other Punctuation

Value	Count	Frequency (%)
/	7	58.3%
,	4	33.3%
@	1	8.3%

Space Separator

Value	Count	Frequency (%)
	4875	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1075	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	17	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18901	59.2%
Common	12832	40.2%
Latin	198	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1661	8.8%
산	1606	8.5%
동	1567	8.3%
시	1262	6.7%
광	1254	6.6%
구	1235	6.5%
역	1228	6.5%
지	857	4.5%
번	818	4.3%
호	378	2.0%
Other values (317)	7035	37.2%

Latin

Value	Count	Frequency (%)
S	22	11.1%
e	15	7.6%
T	14	7.1%
K	13	6.6%
A	11	5.6%
B	11	5.6%
o	9	4.5%
C	8	4.0%
E	7	3.5%
I	6	3.0%
Other values (27)	82	41.4%

Common

Value	Count	Frequency (%)
	4875	38.0%
1	1592	12.4%
-	1075	8.4%
2	958	7.5%
3	749	5.8%
4	686	5.3%
0	642	5.0%
5	508	4.0%
7	475	3.7%
8	453	3.5%
Other values (7)	819	6.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18901	59.2%
ASCII	13030	40.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4875	37.4%
1	1592	12.2%
-	1075	8.3%
2	958	7.4%
3	749	5.7%
4	686	5.3%
0	642	4.9%
5	508	3.9%
7	475	3.6%
8	453	3.5%
Other values (44)	1017	7.8%

Hangul

Value	Count	Frequency (%)
부	1661	8.8%
산	1606	8.5%
동	1567	8.3%
시	1262	6.7%
광	1254	6.6%
구	1235	6.5%
역	1228	6.5%
지	857	4.5%
번	818	4.3%
호	378	2.0%
Other values (317)	7035	37.2%

도로명전체주소
Text

MISSING

Distinct	1127
Distinct (%)	96.6%
Missing	56
Missing (%)	4.6%
Memory size	9.7 KiB

Length

Max length	56
Median length	47
Mean length	33.341045
Min length	21

Characters and Unicode

Total characters	38909
Distinct characters	416
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1094 ?
Unique (%)	93.7%

Sample

1st row	부산광역시 중구 자갈치해안로 60 (남포동4가)
2nd row	부산광역시 중구 중앙대로81번길 2 (중앙동4가)
3rd row	부산광역시 중구 망양로383번안길 36 (영주동)
4th row	부산광역시 중구 중앙대로 80, 1303호 (중앙동4가, 노블리안2)
5th row	부산광역시 중구 자갈치해안로 60 (남포동4가)

Value	Count	Frequency (%)
부산광역시	1165	15.9%
부산진구	247	3.4%
중앙대로	168	2.3%
중구	141	1.9%
해운대구	136	1.9%
2층	123	1.7%
동구	114	1.6%
동래구	100	1.4%
연제구	95	1.3%
부전동	72	1.0%
Other values (1816)	4972	67.8%

Most occurring characters

Value	Count	Frequency (%)
	6438	16.5%
부	1624	4.2%
동	1621	4.2%
산	1547	4.0%
1	1386	3.6%
시	1253	3.2%
광	1224	3.1%
,	1217	3.1%
구	1197	3.1%
역	1172	3.0%
Other values (406)	20230	52.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22460	57.7%
Space Separator	6438	16.5%
Decimal Number	6087	15.6%
Other Punctuation	1223	3.1%
Open Punctuation	1165	3.0%
Close Punctuation	1165	3.0%
Dash Punctuation	164	0.4%
Uppercase Letter	134	0.3%
Lowercase Letter	71	0.2%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	1624	7.2%
동	1621	7.2%
산	1547	6.9%
시	1253	5.6%
광	1224	5.4%
구	1197	5.3%
역	1172	5.2%
로	1172	5.2%
대	789	3.5%
중	538	2.4%
Other values (352)	10323	46.0%

Uppercase Letter

Value	Count	Frequency (%)
S	22	16.4%
K	14	10.4%
B	14	10.4%
A	12	9.0%
T	12	9.0%
C	10	7.5%
E	8	6.0%
I	6	4.5%
H	6	4.5%
O	5	3.7%
Other values (10)	25	18.7%

Lowercase Letter

Value	Count	Frequency (%)
e	16	22.5%
o	9	12.7%
l	6	8.5%
p	5	7.0%
i	5	7.0%
n	4	5.6%
w	4	5.6%
a	4	5.6%
m	4	5.6%
d	4	5.6%
Other values (7)	10	14.1%

Decimal Number

Value	Count	Frequency (%)
1	1386	22.8%
2	966	15.9%
3	751	12.3%
0	656	10.8%
4	495	8.1%
5	448	7.4%
6	414	6.8%
7	352	5.8%
8	321	5.3%
9	298	4.9%

Other Punctuation

Value	Count	Frequency (%)
,	1217	99.5%
/	6	0.5%

Space Separator

Value	Count	Frequency (%)
	6438	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1165	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1165	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	164	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22460	57.7%
Common	16244	41.7%
Latin	205	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1624	7.2%
동	1621	7.2%
산	1547	6.9%
시	1253	5.6%
광	1224	5.4%
구	1197	5.3%
역	1172	5.2%
로	1172	5.2%
대	789	3.5%
중	538	2.4%
Other values (352)	10323	46.0%

Latin

Value	Count	Frequency (%)
S	22	10.7%
e	16	7.8%
K	14	6.8%
B	14	6.8%
A	12	5.9%
T	12	5.9%
C	10	4.9%
o	9	4.4%
E	8	3.9%
I	6	2.9%
Other values (27)	82	40.0%

Common

Value	Count	Frequency (%)
	6438	39.6%
1	1386	8.5%
,	1217	7.5%
(	1165	7.2%
)	1165	7.2%
2	966	5.9%
3	751	4.6%
0	656	4.0%
4	495	3.0%
5	448	2.8%
Other values (7)	1557	9.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22460	57.7%
ASCII	16449	42.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6438	39.1%
1	1386	8.4%
,	1217	7.4%
(	1165	7.1%
)	1165	7.1%
2	966	5.9%
3	751	4.6%
0	656	4.0%
4	495	3.0%
5	448	2.7%
Other values (44)	1762	10.7%

Hangul

Value	Count	Frequency (%)
부	1624	7.2%
동	1621	7.2%
산	1547	6.9%
시	1253	5.6%
광	1224	5.4%
구	1197	5.3%
역	1172	5.2%
로	1172	5.2%
대	789	3.5%
중	538	2.4%
Other values (352)	10323	46.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	465
Distinct (%)	56.5%
Missing	400
Missing (%)	32.7%
Infinite	0
Infinite (%)	0.0%
Mean	104005.79

Minimum	46015
Maximum	618142
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	46015
5-th percentile	46285.3
Q1	47257
median	48070
Q3	48821
95-th percentile	612060
Maximum	618142
Range	572127
Interquartile range (IQR)	1564

Descriptive statistics

Standard deviation	168861.43
Coefficient of variation (CV)	1.6235771
Kurtosis	5.1887279
Mean	104005.79
Median Absolute Deviation (MAD)	812
Skewness	2.6786109
Sum	85596769
Variance	2.8514183 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47216	20	1.6%
48924	11	0.9%
47257	11	0.9%
47246	10	0.8%
48059	10	0.8%
48092	9	0.7%
48508	9	0.7%
47541	8	0.7%
48095	8	0.7%
47247	8	0.7%
Other values (455)	719	58.8%
(Missing)	400	32.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46015	2	0.2%
46022	1	0.1%
46024	2	0.2%
46056	1	0.1%
46063	1	0.1%
46070	1	0.1%
46072	1	0.1%
46073	1	0.1%
46080	1	0.1%
46213	1	0.1%

Value	Count	Frequency (%)
618142	1	0.1%
617825	1	0.1%
617816	1	0.1%
617814	1	0.1%
617809	2	0.2%
617807	1	0.1%
617802	1	0.1%
617723	1	0.1%
616852	1	0.1%
616829	1	0.1%

사업장명
Text

Distinct	1179
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Length

Max length	27
Median length	24
Mean length	8.1381848
Min length	2

Characters and Unicode

Total characters	9953
Distinct characters	478
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1139 ?
Unique (%)	93.1%

Sample

1st row	㈜부산남항유람선 자갈치크루즈
2nd row	(주)팔성국제관광
3rd row	(주)레일킹
4th row	수트래블
5th row	부산남항유람선 자갈치크루즈

Value	Count	Frequency (%)
주식회사	81	5.6%
여행사	29	2.0%
투어	16	1.1%
주	15	1.0%
tour	6	0.4%
여행	6	0.4%
부산투어	5	0.3%
협동조합	5	0.3%
부산	3	0.2%
우리여행사	3	0.2%
Other values (1234)	1290	88.4%

Most occurring characters

Value	Count	Frequency (%)
주	855	8.6%
(	765	7.7%
)	765	7.7%
여	507	5.1%
행	506	5.1%
사	494	5.0%
어	404	4.1%
투	398	4.0%
	236	2.4%
광	180	1.8%
Other values (468)	4843	48.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7997	80.3%
Open Punctuation	765	7.7%
Close Punctuation	765	7.7%
Space Separator	236	2.4%
Uppercase Letter	115	1.2%
Lowercase Letter	34	0.3%
Other Punctuation	18	0.2%
Decimal Number	15	0.2%
Dash Punctuation	5	0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	855	10.7%
여	507	6.3%
행	506	6.3%
사	494	6.2%
어	404	5.1%
투	398	5.0%
광	180	2.3%
관	176	2.2%
스	166	2.1%
이	164	2.1%
Other values (415)	4147	51.9%

Uppercase Letter

Value	Count	Frequency (%)
T	23	20.0%
O	13	11.3%
B	7	6.1%
W	6	5.2%
U	6	5.2%
H	6	5.2%
R	6	5.2%
L	6	5.2%
E	5	4.3%
J	5	4.3%
Other values (11)	32	27.8%

Lowercase Letter

Value	Count	Frequency (%)
r	6	17.6%
o	5	14.7%
t	3	8.8%
u	3	8.8%
e	2	5.9%
s	2	5.9%
a	2	5.9%
i	2	5.9%
c	1	2.9%
b	1	2.9%
Other values (7)	7	20.6%

Other Punctuation

Value	Count	Frequency (%)
.	10	55.6%
&	5	27.8%
,	2	11.1%
:	1	5.6%

Decimal Number

Value	Count	Frequency (%)
1	7	46.7%
2	5	33.3%
8	2	13.3%
0	1	6.7%

Math Symbol

Value	Count	Frequency (%)
>	1	50.0%
→	1	50.0%

Open Punctuation

Value	Count	Frequency (%)
(	765	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	765	100.0%

Space Separator

Value	Count	Frequency (%)
	236	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7998	80.4%
Common	1806	18.1%
Latin	149	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	855	10.7%
여	507	6.3%
행	506	6.3%
사	494	6.2%
어	404	5.1%
투	398	5.0%
광	180	2.3%
관	176	2.2%
스	166	2.1%
이	164	2.1%
Other values (416)	4148	51.9%

Latin

Value	Count	Frequency (%)
T	23	15.4%
O	13	8.7%
B	7	4.7%
W	6	4.0%
r	6	4.0%
U	6	4.0%
H	6	4.0%
R	6	4.0%
L	6	4.0%
E	5	3.4%
Other values (28)	65	43.6%

Common

Value	Count	Frequency (%)
(	765	42.4%
)	765	42.4%
	236	13.1%
.	10	0.6%
1	7	0.4%
2	5	0.3%
-	5	0.3%
&	5	0.3%
,	2	0.1%
8	2	0.1%
Other values (4)	4	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7997	80.3%
ASCII	1954	19.6%
Arrows	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	855	10.7%
여	507	6.3%
행	506	6.3%
사	494	6.2%
어	404	5.1%
투	398	5.0%
광	180	2.3%
관	176	2.2%
스	166	2.1%
이	164	2.1%
Other values (415)	4147	51.9%

ASCII

Value	Count	Frequency (%)
(	765	39.2%
)	765	39.2%
	236	12.1%
T	23	1.2%
O	13	0.7%
.	10	0.5%
1	7	0.4%
B	7	0.4%
W	6	0.3%
r	6	0.3%
Other values (41)	116	5.9%

Arrows

Value	Count	Frequency (%)
→	1	100.0%

None

Value	Count	Frequency (%)
㈜	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1193
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0157883 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.0210226 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	2.0021018 × 10¹³
5-th percentile	2.0040612 × 10¹³
Q1	2.0120465 × 10¹³
median	2.0190528 × 10¹³
Q3	2.0200808 × 10¹³
95-th percentile	2.0210205 × 10¹³
Maximum	2.0210226 × 10¹³
Range	1.8920798 × 10¹¹
Interquartile range (IQR)	8.0343476 × 10¹⁰

Descriptive statistics

Standard deviation	5.645608 × 10¹⁰
Coefficient of variation (CV)	0.0028006949
Kurtosis	-0.41297213
Mean	2.0157883 × 10¹³
Median Absolute Deviation (MAD)	1.9592041 × 10¹⁰
Skewness	-0.98638985
Sum	2.4653091 × 10¹⁶
Variance	3.187289 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030127161421	17	1.4%
20030127161348	15	1.2%
20210208153138	1	0.1%
20210224174814	1	0.1%
20210223143452	1	0.1%
20201209105913	1	0.1%
20210224125616	1	0.1%
20210218170340	1	0.1%
20210224125818	1	0.1%
20201005183944	1	0.1%
Other values (1183)	1183	96.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021018131515	1	0.1%
20021217165012	1	0.1%
20030127161348	15	1.2%
20030127161421	17	1.4%
20030203150601	1	0.1%
20030312172512	1	0.1%
20030410112657	1	0.1%
20030422140401	1	0.1%
20030423092346	1	0.1%
20030516111251	1	0.1%

Value	Count	Frequency (%)
20210226110536	1	0.1%
20210226101959	1	0.1%
20210225110208	1	0.1%
20210224192324	1	0.1%
20210224191942	1	0.1%
20210224185727	1	0.1%
20210224185130	1	0.1%
20210224175850	1	0.1%
20210224175504	1	0.1%
20210224174814	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

U	620
I	603

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	U
2nd row	U
3rd row	U
4th row	U
5th row	U

Common Values

Value	Count	Frequency (%)
U	620	50.7%
I	603	49.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	620	50.7%
i	603	49.3%

데이터갱신일자
Date

Distinct	333
Distinct (%)	27.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-02-28 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	873
Distinct (%)	73.5%
Missing	36
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	388443.19

Minimum	345960.71
Maximum	419502.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	345960.71
5-th percentile	380512.29
Q1	385797.26
median	388153.84
Q3	390398.05
95-th percentile	397020.29
Maximum	419502.8
Range	73542.098
Interquartile range (IQR)	4600.794

Descriptive statistics

Standard deviation	4695.0982
Coefficient of variation (CV)	0.012086962
Kurtosis	7.8198247
Mean	388443.19
Median Absolute Deviation (MAD)	2317.1545
Skewness	-0.28144229
Sum	4.6108207 × 10⁸
Variance	22043947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
391411.212179843	15	1.2%
387225.613588405	14	1.1%
385507.640529964	12	1.0%
386093.674147239	11	0.9%
388922.806889486	9	0.7%
396180.621244719	8	0.7%
385502.492319657	7	0.6%
389816.233000769	6	0.5%
390930.00670494	6	0.5%
387869.134317928	6	0.5%
Other values (863)	1093	89.4%
(Missing)	36	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
345960.705739	1	0.1%
370724.725584034	1	0.1%
371478.346756395	1	0.1%
373016.981172454	1	0.1%
373099.680011291	1	0.1%
373506.567424228	1	0.1%
374032.128682044	1	0.1%
374333.199064	1	0.1%
374846.363500608	1	0.1%
375136.600064481	1	0.1%

Value	Count	Frequency (%)
419502.803661768	1	0.1%
407681.822826568	1	0.1%
402013.567273627	1	0.1%
401991.877826951	1	0.1%
401723.13090266	1	0.1%
401654.448837686	1	0.1%
401510.613962736	1	0.1%
401502.415893064	1	0.1%
401448.811664877	1	0.1%
400815.753437419	1	0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	873
Distinct (%)	73.5%
Missing	36
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	186536.3

Minimum	174307.15
Maximum	265785.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	174307.15
5-th percentile	179770.55
Q1	182683.73
median	186501.73
Q3	189277.3
95-th percentile	194727.31
Maximum	265785.6
Range	91478.456
Interquartile range (IQR)	6593.5646

Descriptive statistics

Standard deviation	5324.9561
Coefficient of variation (CV)	0.028546486
Kurtosis	43.258877
Mean	186536.3
Median Absolute Deviation (MAD)	3120.4696
Skewness	3.3628829
Sum	2.2141859 × 10⁸
Variance	28355157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184052.409245407	15	1.2%
186408.726533861	14	1.1%
180548.792611588	12	1.0%
182068.358104572	11	0.9%
188106.837170815	9	0.7%
186522.35047527	8	0.7%
180297.579330876	7	0.6%
193329.605871168	6	0.5%
190723.300222595	6	0.5%
186381.28184674	6	0.5%
Other values (863)	1093	89.4%
(Missing)	36	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174307.148168245	1	0.1%
174856.056137804	1	0.1%
175087.296427656	2	0.2%
175314.286676535	1	0.1%
176115.246760367	1	0.1%
176897.907425952	1	0.1%
177441.748341131	1	0.1%
177442.817428718	1	0.1%
177503.490301168	1	0.1%
177527.376138393	1	0.1%

Value	Count	Frequency (%)
265785.603884	1	0.1%
226490.138380339	1	0.1%
205732.231316224	1	0.1%
204739.778227028	1	0.1%
204665.784677421	1	0.1%
204592.491613115	1	0.1%
204214.040987968	1	0.1%
204186.113952008	1	0.1%
199051.512822937	1	0.1%
198984.033259358	1	0.1%

문화체육업종명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

국내여행업	1223

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	국내여행업
2nd row	국내여행업
3rd row	국내여행업
4th row	국내여행업
5th row	국내여행업

Common Values

Value	Count	Frequency (%)
국내여행업	1223	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국내여행업	1223	100.0%

문화사업자구분명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	690
관광사업	533

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	관광사업
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	690	56.4%
관광사업	533	43.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	690	56.4%
관광사업	533	43.6%

지역구분명
Categorical

IMBALANCE

Distinct	14
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	996
일반주거지역	62
일반상업지역	41
상업지역	35
근린상업지역	30
Other values (9)	59

Length

Max length	6
Median length	4
Mean length	4.258381
Min length	4

Unique

Unique	5 ?
Unique (%)	0.4%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	996	81.4%
일반주거지역	62	5.1%
일반상업지역	41	3.4%
상업지역	35	2.9%
근린상업지역	30	2.5%
준주거지역	29	2.4%
주거지역	14	1.1%
준공업지역	7	0.6%
자연녹지지역	4	0.3%
일반공업지역	1	0.1%
Other values (4)	4	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	996	81.4%
일반주거지역	62	5.1%
일반상업지역	41	3.4%
상업지역	35	2.9%
근린상업지역	30	2.5%
준주거지역	29	2.4%
주거지역	14	1.1%
준공업지역	7	0.6%
자연녹지지역	4	0.3%
일반공업지역	1	0.1%
Other values (4)	4	0.3%

총층수
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	11.6%
Missing	1008
Missing (%)	82.4%
Infinite	0
Infinite (%)	0.0%
Mean	5.6186047

Minimum	0
Maximum	54
Zeros	17
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	6
95-th percentile	16.2
Maximum	54
Range	54
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	7.2841928
Coefficient of variation (CV)	1.2964416
Kurtosis	18.35458
Mean	5.6186047
Median Absolute Deviation (MAD)	2
Skewness	3.8724855
Sum	1208
Variance	53.059465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2	36	2.9%
4	35	2.9%
3	29	2.4%
5	21	1.7%
0	17	1.4%
6	15	1.2%
1	14	1.1%
7	10	0.8%
8	7	0.6%
10	7	0.6%
Other values (15)	24	2.0%
(Missing)	1008	82.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	1.4%
1	14	1.1%
2	36	2.9%
3	29	2.4%
4	35	2.9%
5	21	1.7%
6	15	1.2%
7	10	0.8%
8	7	0.6%
9	3	0.2%

Value	Count	Frequency (%)
54	1	0.1%
50	1	0.1%
37	1	0.1%
33	1	0.1%
31	3	0.2%
27	1	0.1%
21	1	0.1%
20	1	0.1%
19	1	0.1%
15	1	0.1%

주변환경명
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1064
기타	86
학교정화(상대)	22
주택가주변	21
아파트지역	19
Other values (3)	11

Length

Max length	8
Median length	4
Mean length	3.9967294
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1064	87.0%
기타	86	7.0%
학교정화(상대)	22	1.8%
주택가주변	21	1.7%
아파트지역	19	1.6%
유흥업소밀집지역	5	0.4%
결혼예식장주변	4	0.3%
학교정화(절대)	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1064	87.0%
기타	86	7.0%
학교정화(상대	22	1.8%
주택가주변	21	1.7%
아파트지역	19	1.6%
유흥업소밀집지역	5	0.4%
결혼예식장주변	4	0.3%
학교정화(절대	2	0.2%

제작취급품목내용
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

보험기관명
Categorical

Distinct	30
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	458
서울보증보험주식회사	258
서울보증보험	208
한국관광협회중앙회 여행공제회	84
한국관광협회중앙회	61
Other values (25)	154

Length

Max length	19
Median length	16
Mean length	7.1651676
Min length	4

Unique

Unique	15 ?
Unique (%)	1.2%

Sample

1st row	서울보증보험
2nd row	서울보증보험
3rd row	한국관광협회
4th row	서울보증보험
5th row	서울보증보험주식회사

Common Values

Value	Count	Frequency (%)
<NA>	458	37.4%
서울보증보험주식회사	258	21.1%
서울보증보험	208	17.0%
한국관광협회중앙회 여행공제회	84	6.9%
한국관광협회중앙회	61	5.0%
한국관광협회	58	4.7%
서울보증보험(주)	20	1.6%
부산광역시관광협회	14	1.1%
한국관광협회중앙회여행공제회	12	1.0%
부산광역시 관광협회	9	0.7%
Other values (20)	41	3.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	458	34.5%
서울보증보험주식회사	258	19.4%
서울보증보험	208	15.7%
한국관광협회중앙회	155	11.7%
여행공제회	85	6.4%
한국관광협회	59	4.4%
서울보증보험(주	20	1.5%
관광공제회	16	1.2%
부산광역시관광협회	14	1.1%
관광협회	12	0.9%
Other values (19)	44	3.3%

건물용도명
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	980
근린생활시설	170
사무실	53
교육연구시설	6
기타	5
Other values (6)	9

Length

Max length	15
Median length	4
Mean length	4.2444808
Min length	2

Unique

Unique	4 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	사무실
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	980	80.1%
근린생활시설	170	13.9%
사무실	53	4.3%
교육연구시설	6	0.5%
기타	5	0.4%
아파트	3	0.2%
유통시설	2	0.2%
복지시설	1	0.1%
다세대주택	1	0.1%
다가구용 주택(공동주택적용)	1	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	980	80.1%
근린생활시설	170	13.9%
사무실	53	4.3%
교육연구시설	6	0.5%
기타	5	0.4%
아파트	3	0.2%
유통시설	2	0.2%
복지시설	1	0.1%
다세대주택	1	0.1%
다가구용	1	0.1%
Other values (2)	2	0.2%

지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	11.0%
Missing	986
Missing (%)	80.6%
Infinite	0
Infinite (%)	0.0%
Mean	5.0843882

Minimum	0
Maximum	49
Zeros	16
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	5
95-th percentile	16.2
Maximum	49
Range	49
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	6.4434674
Coefficient of variation (CV)	1.2673044
Kurtosis	16.345471
Mean	5.0843882
Median Absolute Deviation (MAD)	1
Skewness	3.5909416
Sum	1205
Variance	41.518272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
2	60	4.9%
3	38	3.1%
4	27	2.2%
5	23	1.9%
1	17	1.4%
0	16	1.3%
6	10	0.8%
7	8	0.7%
9	8	0.7%
10	5	0.4%
Other values (16)	25	2.0%
(Missing)	986	80.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	1.3%
1	17	1.4%
2	60	4.9%
3	38	3.1%
4	27	2.2%
5	23	1.9%
6	10	0.8%
7	8	0.7%
8	4	0.3%
9	8	0.7%

Value	Count	Frequency (%)
49	1	0.1%
43	1	0.1%
32	1	0.1%
29	1	0.1%
26	3	0.2%
24	1	0.1%
23	1	0.1%
22	1	0.1%
20	1	0.1%
17	1	0.1%

지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	6.5%
Missing	1100
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.2926829

Minimum	0
Maximum	7
Zeros	26
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	5
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.3412235
Coefficient of variation (CV)	1.0375502
Kurtosis	4.6495041
Mean	1.2926829
Median Absolute Deviation (MAD)	0
Skewness	2.0797404
Sum	159
Variance	1.7988804
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	70	5.7%
0	26	2.1%
2	13	1.1%
5	6	0.5%
3	4	0.3%
4	2	0.2%
7	1	0.1%
6	1	0.1%
(Missing)	1100	89.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	2.1%
1	70	5.7%
2	13	1.1%
3	4	0.3%
4	2	0.2%
5	6	0.5%
6	1	0.1%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	1	0.1%
5	6	0.5%
4	2	0.2%
3	4	0.3%
2	13	1.1%
1	70	5.7%
0	26	2.1%

객실수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

건축연면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

영문상호명
Text

MISSING

Distinct	28
Distinct (%)	100.0%
Missing	1195
Missing (%)	97.7%
Memory size	9.7 KiB

Length

Max length	43
Median length	25.5
Mean length	20
Min length	7

Characters and Unicode

Total characters	560
Distinct characters	52
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	100.0%

Sample

1st row	Leaders Tour
2nd row	SEOKWANG Travel
3rd row	EMTCO Limited
4th row	Nadri Tour Co.,Ltd.
5th row	S&G.CO.,Ltd

Value	Count	Frequency (%)
tour	13	13.7%
travel	8	8.4%
co	6	6.3%
ltd	6	6.3%
co.,ltd	5	5.3%
inc	4	4.2%
service	3	3.2%
agency	3	3.2%
busan	2	2.1%
express	2	2.1%
Other values (42)	43	45.3%

Most occurring characters

Value	Count	Frequency (%)
	67	12.0%
T	34	6.1%
O	28	5.0%
L	26	4.6%
R	26	4.6%
E	26	4.6%
.	22	3.9%
C	21	3.8%
A	21	3.8%
S	19	3.4%
Other values (42)	270	48.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	311	55.5%
Lowercase Letter	146	26.1%
Space Separator	67	12.0%
Other Punctuation	34	6.1%
Open Punctuation	1	0.2%
Close Punctuation	1	0.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	34	10.9%
O	28	9.0%
L	26	8.4%
R	26	8.4%
E	26	8.4%
C	21	6.8%
A	21	6.8%
S	19	6.1%
U	19	6.1%
I	14	4.5%
Other values (14)	77	24.8%

Lowercase Letter

Value	Count	Frequency (%)
a	18	12.3%
n	16	11.0%
e	15	10.3%
o	14	9.6%
r	14	9.6%
t	10	6.8%
d	9	6.2%
c	9	6.2%
u	7	4.8%
l	6	4.1%
Other values (12)	28	19.2%

Other Punctuation

Value	Count	Frequency (%)
.	22	64.7%
,	10	29.4%
&	2	5.9%

Space Separator

Value	Count	Frequency (%)
	67	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	457	81.6%
Common	103	18.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	34	7.4%
O	28	6.1%
L	26	5.7%
R	26	5.7%
E	26	5.7%
C	21	4.6%
A	21	4.6%
S	19	4.2%
U	19	4.2%
a	18	3.9%
Other values (36)	219	47.9%

Common

Value	Count	Frequency (%)
	67	65.0%
.	22	21.4%
,	10	9.7%
&	2	1.9%
(	1	1.0%
)	1	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	560	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	67	12.0%
T	34	6.1%
O	28	5.0%
L	26	4.6%
R	26	4.6%
E	26	4.6%
.	22	3.9%
C	21	3.8%
A	21	3.8%
S	19	3.4%
Other values (42)	270	48.2%

영문상호주소
Categorical

IMBALANCE

Distinct	13
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1195
Domestic travel business	6
Inland Travel Business	3
Domestic Traval Agency	3
Domestic Travel Agency	3
Other values (8)	13

Length

Max length	30
Median length	4
Mean length	4.4431725
Min length	4

Unique

Unique	5 ?
Unique (%)	0.4%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1195	97.7%
Domestic travel business	6	0.5%
Inland Travel Business	3	0.2%
Domestic Traval Agency	3	0.2%
Domestic Travel Agency	3	0.2%
DOMESTIC TRAVEL AGENCY	3	0.2%
DOMESTIC TRAVEL BUSINESS	3	0.2%
WITHIN A COUNTRY TRAVEL AGENCY	2	0.2%
Domestic Travel Industry	1	0.1%
Domestic Travel Business	1	0.1%
Other values (3)	3	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1195	93.2%
travel	25	2.0%
domestic	21	1.6%
business	14	1.1%
agency	12	0.9%
inland	3	0.2%
traval	3	0.2%
within	2	0.2%
a	2	0.2%
country	2	0.2%
Other values (3)	3	0.2%

선박총톤수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

선박척수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

선박제원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

무대면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

좌석수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

기념품종류
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

회의실별동시수용인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

시설면적
Real number (ℝ)

MISSING ZEROS

Distinct	223
Distinct (%)	74.6%
Missing	924
Missing (%)	75.6%
Infinite	0
Infinite (%)	0.0%
Mean	310.21278

Minimum	0
Maximum	43511
Zeros	18
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	29.345
median	49.5
Q3	88.5
95-th percentile	204.107
Maximum	43511
Range	43511
Interquartile range (IQR)	59.155

Descriptive statistics

Standard deviation	2748.1097
Coefficient of variation (CV)	8.8587896
Kurtosis	212.79717
Mean	310.21278
Median Absolute Deviation (MAD)	27.45
Skewness	14.13404
Sum	92753.62
Variance	7552107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	18	1.5%
33.0	12	1.0%
30.0	7	0.6%
66.0	6	0.5%
20.0	5	0.4%
50.0	5	0.4%
42.05	3	0.2%
49.5	3	0.2%
12.0	3	0.2%
39.6	3	0.2%
Other values (213)	234	19.1%
(Missing)	924	75.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	18	1.5%
2.58	1	0.1%
4.05	1	0.1%
6.0	1	0.1%
6.6	1	0.1%
6.71	1	0.1%
8.0	1	0.1%
8.4	1	0.1%
10.0	1	0.1%
12.0	3	0.2%

Value	Count	Frequency (%)
43511.0	1	0.1%
18592.0	1	0.1%
3920.67	1	0.1%
3480.76	1	0.1%
2988.0	1	0.1%
1022.9	1	0.1%
1013.0	1	0.1%
268.5	1	0.1%
258.15	1	0.1%
243.34	1	0.1%

놀이기구수내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

놀이시설수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

방송시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

발전시설유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

의무실유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

안내소유무
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

기획여행보험시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1222
20200205	1

Length

Max length	8
Median length	4
Mean length	4.0032706
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1222	99.9%
20200205	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1222	99.9%
20200205	1	0.1%

기획여행보험종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

<NA>	1222
20210204	1

Length

Max length	8
Median length	4
Mean length	4.0032706
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1222	99.9%
20210204	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1222	99.9%
20210204	1	0.1%

자본금
Real number (ℝ)

MISSING

Distinct	136
Distinct (%)	17.1%
Missing	428
Missing (%)	35.0%
Infinite	0
Infinite (%)	0.0%
Mean	88078985

Minimum	5000
Maximum	6.5122084 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	5000
5-th percentile	15000000
Q1	30000000
median	50000000
Q3	1 × 10⁸
95-th percentile	1.5 × 10⁸
Maximum	6.5122084 × 10⁹
Range	6.5122034 × 10⁹
Interquartile range (IQR)	70000000

Descriptive statistics

Standard deviation	2.701284 × 10⁸
Coefficient of variation (CV)	3.0668882
Kurtosis	435.55377
Mean	88078985
Median Absolute Deviation (MAD)	20000000
Skewness	19.649745
Sum	7.0022793 × 10¹⁰
Variance	7.2969355 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000000	192	15.7%
30000000	106	8.7%
150000000	103	8.4%
100000000	72	5.9%
90000000	53	4.3%
15000000	51	4.2%
45000000	21	1.7%
60000000	16	1.3%
20000000	16	1.3%
500000000	5	0.4%
Other values (126)	160	13.1%
(Missing)	428	35.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5000	1	0.1%
5300	1	0.1%
30000	1	0.1%
1500000	1	0.1%
1750000	1	0.1%
3000000	4	0.3%
5000000	1	0.1%
10000000	2	0.2%
15000000	51	4.2%
15001346	1	0.1%

Value	Count	Frequency (%)
6512208375	1	0.1%
3500000000	1	0.1%
1000000000	1	0.1%
950000000	1	0.1%
505000000	1	0.1%
500000000	5	0.4%
490000000	1	0.1%
375256000	1	0.1%
300000000	3	0.2%
281323639	1	0.1%

보험시작일자
Real number (ℝ)

MISSING

Distinct	610
Distinct (%)	76.3%
Missing	424
Missing (%)	34.7%
Infinite	0
Infinite (%)	0.0%
Mean	20181895

Minimum	20021021
Maximum	20210228
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	20021021
5-th percentile	20110812
Q1	20171062
median	20191202
Q3	20200625
95-th percentile	20201212
Maximum	20210228
Range	189207
Interquartile range (IQR)	29563

Descriptive statistics

Standard deviation	30192.651
Coefficient of variation (CV)	0.0014960266
Kurtosis	4.8245349
Mean	20181895
Median Absolute Deviation (MAD)	9608
Skewness	-2.0924343
Sum	1.6125334 × 10¹⁰
Variance	9.1159616 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200401	8	0.7%
20200701	7	0.6%
20200625	5	0.4%
20200718	5	0.4%
20191201	5	0.4%
20200805	4	0.3%
20190705	4	0.3%
20200614	4	0.3%
20191125	4	0.3%
20200826	4	0.3%
Other values (600)	749	61.2%
(Missing)	424	34.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021021	1	0.1%
20030812	1	0.1%
20030925	1	0.1%
20040420	1	0.1%
20051201	1	0.1%
20070111	1	0.1%
20070601	1	0.1%
20070802	1	0.1%
20071116	1	0.1%
20080303	1	0.1%

Value	Count	Frequency (%)
20210228	1	0.1%
20210224	1	0.1%
20210223	2	0.2%
20210222	1	0.1%
20210206	1	0.1%
20210204	1	0.1%
20210202	1	0.1%
20210201	3	0.2%
20210131	2	0.2%
20210130	1	0.1%

보험종료일자
Real number (ℝ)

MISSING

Distinct	611
Distinct (%)	76.4%
Missing	423
Missing (%)	34.6%
Infinite	0
Infinite (%)	0.0%
Mean	20194536

Minimum	20031021
Maximum	21210810
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	20031021
5-th percentile	20120899
Q1	20181107
median	20201210
Q3	20210627
95-th percentile	20211226
Maximum	21210810
Range	1179789
Interquartile range (IQR)	29520

Descriptive statistics

Standard deviation	59110.319
Coefficient of variation (CV)	0.0029270452
Kurtosis	217.88174
Mean	20194536
Median Absolute Deviation (MAD)	9607.5
Skewness	12.444106
Sum	1.6155629 × 10¹⁰
Variance	3.4940298 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210331	7	0.6%
20210630	7	0.6%
20210705	5	0.4%
20201130	5	0.4%
20210131	4	0.3%
20210825	4	0.3%
20210608	4	0.3%
20200831	4	0.3%
20210610	4	0.3%
20210624	4	0.3%
Other values (601)	752	61.5%
(Missing)	423	34.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20031021	1	0.1%
20040812	1	0.1%
20040925	1	0.1%
20050420	1	0.1%
20061201	1	0.1%
20080111	1	0.1%
20080601	1	0.1%
20080802	1	0.1%
20081115	1	0.1%
20090704	1	0.1%

Value	Count	Frequency (%)
21210810	1	0.1%
21210714	1	0.1%
20221110	1	0.1%
20221027	1	0.1%
20220806	1	0.1%
20220227	1	0.1%
20220224	1	0.1%
20220223	2	0.2%
20220221	1	0.1%
20220205	1	0.1%

부대시설내역
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

시설규모
Real number (ℝ)

MISSING ZEROS

Distinct	130
Distinct (%)	43.5%
Missing	924
Missing (%)	75.6%
Infinite	0
Infinite (%)	0.0%
Mean	310.23411

Minimum	0
Maximum	43511
Zeros	18
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	29.5
median	50
Q3	88.5
95-th percentile	203.9
Maximum	43511
Range	43511
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	2748.1103
Coefficient of variation (CV)	8.8581821
Kurtosis	212.79655
Mean	310.23411
Median Absolute Deviation (MAD)	27
Skewness	14.134012
Sum	92760
Variance	7552110.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	1.5%
33	16	1.3%
50	10	0.8%
20	9	0.7%
30	9	0.7%
66	8	0.7%
40	7	0.6%
15	6	0.5%
32	5	0.4%
42	5	0.4%
Other values (120)	206	16.8%
(Missing)	924	75.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	1.5%
3	1	0.1%
4	1	0.1%
6	1	0.1%
7	2	0.2%
8	2	0.2%
10	1	0.1%
12	3	0.2%
13	2	0.2%
15	6	0.5%

Value	Count	Frequency (%)
43511	1	0.1%
18592	1	0.1%
3921	1	0.1%
3481	1	0.1%
2988	1	0.1%
1023	1	0.1%
1013	1	0.1%
269	1	0.1%
258	1	0.1%
243	1	0.1%

Unnamed: 63
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1223
Missing (%)	100.0%
Memory size	10.9 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	문화체육업종명	문화사업자구분명	지역구분명	총층수	주변환경명	제작취급품목내용	보험기관명	건물용도명	지상층수	지하층수	객실수	건축연면적	영문상호명	영문상호주소	선박총톤수	선박척수	선박제원	무대면적	좌석수	기념품종류	회의실별동시수용인원	시설면적	놀이기구수내역	놀이시설수	방송시설유무	발전시설유무	의무실유무	안내소유무	기획여행보험시작일자	기획여행보험종료일자	자본금	보험시작일자	보험종료일자	부대시설내역	시설규모	Unnamed: 63
0	1	국내여행업	03_12_01_P	3250000	CDFI2260012019000004	20190619	<NA>	2	휴업	2	휴업	<NA>	20210216	20210315	<NA>	051-241-0909,	<NA>	<NA>	부산광역시 중구 남포동4가 44-3	부산광역시 중구 자갈치해안로 60 (남포동4가)	48984	㈜부산남항유람선 자갈치크루즈	20210208153138	U	2021-02-10 02:40:00.0	<NA>	385191.013393	179401.283402	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3500000000	20200621	20210620	<NA>	<NA>	<NA>
1	2	국내여행업	03_12_01_P	3250000	CDFI2260012007000013	20071109	<NA>	2	휴업	2	휴업	<NA>	20190701	20200630	<NA>	469-7731	<NA>	600815	부산광역시 중구 중앙동4가 53-30	부산광역시 중구 중앙대로81번길 2 (중앙동4가)	<NA>	(주)팔성국제관광	20200729095300	U	2020-07-31 02:40:00.0	<NA>	385556.341486	180343.213568	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	150000000	20181109	20191108	<NA>	<NA>	<NA>
2	3	국내여행업	03_12_01_P	3250000	CDFI2260012017000008	20170711	<NA>	2	휴업	2	휴업	<NA>	20210113	20220113	<NA>	051-465-2356	<NA>	<NA>	부산광역시 중구 영주동 214-10	부산광역시 중구 망양로383번안길 36 (영주동)	48901	(주)레일킹	20210114091621	U	2021-01-16 02:40:00.0	<NA>	384902.362334	181013.43141	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	한국관광협회	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	100000000	20200731	20210731	<NA>	<NA>	<NA>
3	4	국내여행업	03_12_01_P	3250000	CDFI2260012017000009	20170725	<NA>	2	휴업	2	휴업	<NA>	20200820	20210819	<NA>	<NA>	<NA>	<NA>	부산광역시 중구 중앙동4가 23-1 1303호	부산광역시 중구 중앙대로 80, 1303호 (중앙동4가, 노블리안2)	48941	수트래블	20210112112230	U	2021-01-14 02:40:00.0	<NA>	385630.742187	180306.821082	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	사무실	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	27.48	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	45000000	20190816	20200815	<NA>	27	<NA>
4	5	국내여행업	03_12_01_P	3250000	CDFI2260012019000002	20190110	<NA>	3	폐업	3	폐업	20200106	<NA>	<NA>	<NA>	051241 0909	<NA>	<NA>	부산광역시 중구 남포동4가 44-3번지	부산광역시 중구 자갈치해안로 60 (남포동4가)	48984	부산남항유람선 자갈치크루즈	20200106150326	U	2020-01-08 02:40:00.0	<NA>	385191.013393	179401.283402	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	16243358	20190114	20200113	<NA>	<NA>	<NA>
5	6	국내여행업	03_12_01_P	3250000	CDFI2260012019000006	20190829	<NA>	3	폐업	3	폐업	20190924	<NA>	<NA>	<NA>	051-464-6464	<NA>	<NA>	부산광역시 중구 중앙동4가 15-3번지	부산광역시 중구 충장대로 24, 부산항연안여객터미널 1층 (중앙동4가)	48940	(주)마린크루즈	20190924165841	U	2019-09-26 02:40:00.0	<NA>	386032.236799	180263.270671	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15000000	<NA>	<NA>	<NA>	<NA>	<NA>
6	7	국내여행업	03_12_01_P	3250000	CDFI2260011997000006	19970421	<NA>	3	폐업	3	폐업	20060704	<NA>	<NA>	<NA>	254-4061	<NA>	600045	부산광역시 중구 남포동5가 39-6번지	부산광역시 중구 중구로 2 (남포동5가)	<NA>	(주)초이스관광여행사	20060704162946	I	2018-08-31 23:59:59.0	<NA>	384877.272224	179536.794609	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	8	국내여행업	03_12_01_P	3250000	CDFI2260011994000001	19940929	<NA>	3	폐업	3	폐업	20200317	<NA>	<NA>	<NA>	246-1003	<NA>	600046	부산광역시 중구 남포동6가 113-1번지	부산광역시 중구 구덕로 87-1 (남포동6가)	<NA>	(주)미래투어	20200317173318	U	2020-03-19 02:40:00.0	<NA>	384708.848958	179404.943227	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20181008	20191017	<NA>	<NA>	<NA>
8	9	국내여행업	03_12_01_P	3250000	CDFI2260011997000007	19970801	<NA>	3	폐업	3	폐업	20060517	<NA>	<NA>	<NA>	442-5020	<NA>	600815	부산광역시 중구 중앙동4가 37-16번지 동아제일빌딩 903호	부산광역시 중구 중앙대로81번길 9, 903호 (중앙동4가,동아제일빌딩)	<NA>	(주)세진여행사	20060517165132	I	2018-08-31 23:59:59.0	<NA>	385473.57641	180297.978229	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	10	국내여행업	03_12_01_P	3250000	CDFI2260011998000001	19980202	<NA>	3	폐업	3	폐업	20090129	<NA>	<NA>	<NA>	462-6661	<NA>	600814	부산광역시 중구 중앙동4가 89-1번지	부산광역시 중구 중앙대로 94 (중앙동4가)	<NA>	(주)아주좋은여행사	20090129180902	I	2018-08-31 23:59:59.0	<NA>	385624.46871	180447.914514	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	문화체육업종명	문화사업자구분명	지역구분명	총층수	주변환경명	제작취급품목내용	보험기관명	건물용도명	지상층수	지하층수	객실수	건축연면적	영문상호명	영문상호주소	선박총톤수	선박척수	선박제원	무대면적	좌석수	기념품종류	회의실별동시수용인원	시설면적	놀이기구수내역	놀이시설수	방송시설유무	발전시설유무	의무실유무	안내소유무	기획여행보험시작일자	기획여행보험종료일자	자본금	보험시작일자	보험종료일자	부대시설내역	시설규모	Unnamed: 63
1213	1214	국내여행업	03_12_01_P	3330000	CDFI2260012020000007	20200730	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 우동 760-3 오션타워 1920호	부산광역시 해운대구 해운대해변로 203, 오션타워 1920호 (우동)	48093	주식회사 프래블	20200818132708	U	2020-08-20 02:40:00.0	<NA>	396180.621245	186522.350475	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20200814	20210813	<NA>	<NA>	<NA>
1214	1215	국내여행업	03_12_01_P	3330000	CDFI2260012020000006	20040305	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-463-7500	<NA>	<NA>	부산광역시 해운대구 우동 1520 롯데갤러리움센텀	부산광역시 해운대구 센텀1로 9, 롯데갤러리움센텀 E동 206-11호 (우동)	48060	(주)클럽가이아	20200716100358	U	2020-07-18 02:40:00.0	<NA>	394085.65979	187458.456044	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	150000000	20200306	20210305	<NA>	<NA>	<NA>
1215	1216	국내여행업	03_12_01_P	3330000	CDFI2260012020000008	20200806	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-742-0770	<NA>	<NA>	부산광역시 해운대구 우동 1405 마린파크 406호	부산광역시 해운대구 마린시티2로 2, 마린파크 406호 (우동)	48092	주식회사 예림	20200806112517	I	2020-08-08 00:23:14.0	<NA>	395308.610453	186564.639114	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1216	1217	국내여행업	03_12_01_P	3330000	CDFI2260012021000001	20180409	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 우동 1407 해운대두산위브더제니스 104동 214호	부산광역시 해운대구 마린시티2로 33, 104동 214호 (우동, 해운대두산위브더제니스)	48119	(주)아리아투어	20210222181139	I	2021-02-24 00:23:01.0	<NA>	395388.71507	186268.853283	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험주식회사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15000000	20200401	20210331	<NA>	<NA>	<NA>
1217	1218	국내여행업	03_12_01_P	3330000	CDFI2260012020000009	20201127	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-633-1161	<NA>	<NA>	부산광역시 해운대구 재송동 939-2 센텀이편한세상아파트 101동 2001호	부산광역시 해운대구 해운대로76번길 55, 101동 2001호 (재송동, 센텀이편한세상아파트)	48048	(주)콜럼버스코리아	20201221160950	U	2020-12-23 02:40:00.0	<NA>	392799.149932	189781.150493	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20201201	20211130	<NA>	<NA>	<NA>
1218	1219	국내여행업	03_12_01_P	3330000	CDFI2260012001000001	20010330	<NA>	4	취소/말소/만료/정지/중지	30	허가취소	<NA>	<NA>	<NA>	<NA>	051-747-4446	<NA>	612824	부산광역시 해운대구 우동 1434번지 선프라자 201	부산광역시 해운대구 마린시티3로 1, 201호 (우동, 선프라자)	612725	(주)뉴그린여행사	20111115163559	I	2018-08-31 23:59:59.0	<NA>	395615.201854	186406.750871	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1219	1220	국내여행업	03_12_01_P	3330000	CDFI2260012013000003	20130308	20150128	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612862	부산광역시 해운대구 좌동 1432-4번지 르네상스오피스텔 304호	부산광역시 해운대구 좌동순환로249번길 11, 304호 (좌동, 르네상스오피스텔)	612862	(주) 밀크투어	20150325162610	I	2018-08-31 23:59:59.0	<NA>	398665.261088	188263.875653	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	서울보증보험	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3000000	20130315	20140314	<NA>	<NA>	<NA>
1220	1221	국내여행업	03_12_01_P	3330000	CDFI2260012010000006	20100916	20141007	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	740-6033	<NA>	612726	부산광역시 해운대구 우동 오션타워 718호	부산광역시 해운대구 해운대해변로 203, 718호 (우동, 오션타워)	612726	(주)비케이트래블	20141226115313	I	2018-08-31 23:59:59.0	<NA>	396180.621245	186522.350475	국내여행업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	81517681	<NA>	<NA>	<NA>	<NA>	<NA>
1221	1222	국내여행업	03_12_01_P	3330000	CDFI2260012004000001	20040107	20141007	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612836	부산광역시 해운대구 좌동 1460-4번지 쌍용플래티넘트윈102-201호	부산광역시 해운대구 양운로 82, 102동 201호 (좌동, 쌍용플래티넘트윈)	612836	(주) 신나라 투어	20141226115517	I	2018-08-31 23:59:59.0	<NA>	398133.960402	187864.096706	국내여행업	관광사업	일반상업지역	7	아파트지역	<NA>	<NA>	사무실	7	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	150000000	<NA>	<NA>	<NA>	<NA>	<NA>
1222	1223	국내여행업	03_12_01_P	3330000	CDFI2260012004000005	20040310	20140912	4	취소/말소/만료/정지/중지	31	등록취소	<NA>	<NA>	<NA>	<NA>	051-731-7191	<NA>	612821	부산광역시 해운대구 우동 640-24번지	부산광역시 해운대구 해운대로 575 (우동)	612821	(주)W.T.우리여행사	20141226115732	I	2018-08-31 23:59:59.0	<NA>	396225.196088	186827.050656	국내여행업	관광사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Space Separator

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script